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@@ -10,7 +10,6 @@ This is a direct extraction of the 8 experts from [Mixtral-8x7b-Instruct-v0.1](h
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  It is 2 experts per token. Performance is identical to instruct, if not a little better. Evals will come, It is more malleable to training. This is our first experiment with expert extraction and modification, more to come. Enjoy.
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- ```markdown
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  ## Instruction Format
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  To leverage instruction fine-tuning, your prompts should be enclosed with `[INST]` and `[/INST]` tokens. The very first instruction should begin with a begin-of-sentence id, while subsequent instructions should not. Assistant generation will conclude with an end-of-sentence token id.
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  It is 2 experts per token. Performance is identical to instruct, if not a little better. Evals will come, It is more malleable to training. This is our first experiment with expert extraction and modification, more to come. Enjoy.
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  ## Instruction Format
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  To leverage instruction fine-tuning, your prompts should be enclosed with `[INST]` and `[/INST]` tokens. The very first instruction should begin with a begin-of-sentence id, while subsequent instructions should not. Assistant generation will conclude with an end-of-sentence token id.
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